Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "177" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 86 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 82 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.116624 | -0.324452 | 0.079946 | 12.123140 | 0.945601 | 54.789765 | 0.588845 | 5.010755 | 0.7452 | 0.7469 | 0.2705 | 14.871549 | 12.565475 |
| 2459593 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.669141 | -0.342351 | 0.821541 | -0.895787 | 0.142664 | 7.886992 | 0.899564 | 2.779019 | 0.7161 | 0.7154 | 0.2663 | 5.305392 | 5.527544 |
| 2459592 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.286484 | -0.827480 | -0.494968 | -0.824424 | 0.463454 | 1.153990 | 0.786839 | 0.357616 | 0.0321 | 0.0304 | 0.0010 | nan | nan |
| 2459591 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.180658 | -0.218845 | 0.983204 | -0.009258 | 0.181839 | 22.526302 | -0.116009 | 2.817083 | 0.6458 | 0.6650 | 0.3860 | 5.661118 | 5.366647 |
| 2459590 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.182581 | 2.828055 | 0.390937 | 11.378285 | -0.087385 | 63.094094 | 0.237531 | 1.752953 | 0.6496 | 0.6580 | 0.3781 | 4.779085 | 4.855354 |
| 2459589 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.605353 | 4.132223 | -0.188385 | 17.754669 | 0.210152 | 10.832638 | 0.574163 | 7.539832 | 0.6754 | 0.6666 | 0.3173 | 6.450677 | 6.627527 |
| 2459588 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.008769 | -0.621573 | 1.126702 | 2.148414 | 0.012477 | 8.401948 | 1.106584 | 3.285335 | 0.7590 | 0.7539 | 0.2287 | 8.992490 | 8.289495 |
| 2459587 | digital_ok | 100.00% | - | - | - | 100.00% | 0.00% | 0.972429 | 0.259864 | 2.329956 | 0.173456 | -0.738527 | 5.952435 | -0.680592 | 0.769740 | nan | nan | nan | 0.951253 | 1.287158 |
| 2459586 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.455568 | -0.849186 | 0.376846 | 0.860158 | -0.144911 | 35.205111 | -0.447669 | 2.058973 | 0.6229 | 0.6457 | 0.3878 | 3.838460 | 4.207396 |
| 2459585 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.895844 | 9.979623 | 0.279722 | 5.544300 | 1.216945 | 4.898774 | 3.209621 | 2.468858 | 0.0360 | 0.0338 | 0.0018 | 0.000000 | 0.000000 |
| 2459584 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.449020 | 1.571026 | -0.188199 | 13.893373 | 0.272293 | 35.991519 | 1.765426 | 3.847612 | 0.5912 | 0.6010 | 0.3757 | 25.436205 | 29.032941 |
| 2459583 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.471717 | 0.911440 | -0.685991 | 12.174649 | -0.998805 | 0.755472 | 0.079681 | 1.053205 | 0.6482 | 0.6499 | 0.3942 | 4.093158 | 4.423244 |
| 2459582 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.024902 | 0.398263 | -0.486309 | 11.325975 | -0.481385 | 1.186507 | -0.228505 | 0.868379 | 0.6492 | 0.6496 | 0.3989 | 3.975059 | 4.295179 |
| 2459581 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.679029 | 1.076084 | -0.912891 | 13.217402 | -0.261186 | 6.273305 | 0.728126 | 3.162618 | 0.6524 | 0.6519 | 0.3974 | 3.674109 | 3.536292 |
| 2459580 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.228309 | 0.545293 | -0.490211 | 14.034508 | -0.124720 | 1.776949 | 0.456705 | 2.128508 | 0.6517 | 0.6498 | 0.3921 | 4.425794 | 4.745472 |
| 2459579 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.401600 | 0.454120 | -0.473991 | 16.471397 | -0.458147 | 5.323666 | 0.786889 | 2.906097 | 0.6364 | 0.6369 | 0.4035 | 0.000000 | 0.000000 |
| 2459578 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.459741 | 0.266519 | -0.877565 | 0.976403 | 0.181954 | 0.180782 | -0.270059 | 0.996086 | 0.0342 | 0.0308 | 0.0015 | nan | nan |
| 2459577 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.243478 | 0.058157 | -0.835983 | 8.294682 | -0.657334 | 89.852496 | 1.111509 | 2.357470 | 0.6512 | 0.6576 | 0.3934 | 3.519983 | 3.700502 |
| 2459576 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.680714 | -0.129438 | -0.565779 | -0.721425 | -0.165356 | 16.050820 | 2.006542 | 5.221070 | 0.6742 | 0.6906 | 0.3995 | 6.225825 | 6.734964 |
| 2459575 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.127166 | -0.001790 | -0.840146 | 1.970125 | -0.337360 | 58.873134 | -0.631277 | 3.260266 | 0.7226 | 0.7303 | 0.3497 | 5.750517 | 6.645738 |
| 2459574 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.166076 | -0.551093 | -0.872870 | -0.080740 | -0.193193 | 32.912913 | 1.779459 | 3.871938 | 0.6700 | 0.6868 | 0.3953 | 4.259741 | 4.424930 |
| 2459573 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.695543 | 0.340978 | -0.590007 | 14.003759 | -0.991393 | 1.518012 | 0.216274 | 1.977290 | 0.6630 | 0.6693 | 0.3966 | 4.500256 | 4.641539 |
| 2459572 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.841174 | -0.347318 | -0.750334 | 2.070382 | -0.907266 | 78.663616 | -0.145855 | 3.520613 | 0.6753 | 0.6827 | 0.3974 | 5.147579 | 5.313854 |
| 2459571 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | -0.284033 | -0.288858 | -0.863304 | -0.708892 | -0.447196 | 47.924674 | -0.261135 | 3.021592 | 0.0344 | 0.0301 | 0.0013 | nan | nan |
| 2459570 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 6.666073 | 5.457112 | 7.990968 | 7.184930 | 5.543044 | 6.462730 | 3.717658 | 4.847548 | 0.6661 | 0.6937 | 0.3791 | 7.454502 | 8.694507 |
| 2459569 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.310568 | -0.501510 | -0.834488 | 0.250832 | -0.497068 | 25.236668 | -0.449865 | 3.589747 | 0.7294 | 0.7381 | 0.2671 | 4.367601 | 4.585785 |
| 2459566 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.32% | 1.62% | -0.305520 | 0.142026 | -0.802811 | 3.164173 | -0.797835 | 1.777456 | 1.007528 | 3.982367 | 0.6572 | 0.6716 | 0.4140 | 1.506100 | 1.657594 |
| 2459565 | digital_ok | 0.00% | - | - | - | 86.67% | 0.00% | -0.056602 | -0.056602 | -0.073735 | -0.073735 | 0.553413 | 0.553413 | 0.061081 | 0.061081 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -1.361185 | -1.399784 | -4.212612 | -3.407544 | 8.765497 | 7.526813 | 0.355694 | 3.078666 | 0.6607 | 0.6708 | 0.4060 | 2.953229 | 3.031829 |
| 2459563 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 6.307978 | 3.295050 | 24.055331 | 16.231544 | 13.239400 | 11.501246 | -1.447254 | 1.212332 | 0.6542 | 0.6775 | 0.4054 | 3.194611 | 3.290441 |
| 2459562 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459561 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | -0.191757 | 0.489944 | -0.459170 | 2.877562 | -0.152213 | -0.268271 | 0.100719 | 3.862050 | 0.6731 | 0.6852 | 0.3969 | 1.577497 | 1.615900 |
| 2459560 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.766948 | 0.531342 | 4.992328 | 9.521882 | 0.507986 | -0.792832 | 0.641704 | 2.920406 | 0.6566 | 0.6444 | 0.4000 | 3.381697 | 3.260554 |
| 2459559 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 0.00% | 0.225820 | -1.266785 | 0.157046 | -1.683742 | -0.674049 | -0.018706 | -1.093993 | 0.561241 | 0.6535 | 0.6732 | 0.4008 | 1.554561 | 1.580698 |
| 2459558 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.064232 | 0.748530 | -0.365226 | 9.578664 | -0.415483 | 30.635701 | 1.304084 | 6.884758 | 0.6598 | 0.6624 | 0.4121 | 3.742063 | 3.750135 |
| 2459557 | digital_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0324 | 0.0286 | 0.0015 | nan | nan |
| 2459556 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.119596 | 0.293173 | -0.503403 | 3.524786 | -0.234352 | 63.556917 | 0.893754 | 7.240486 | 0.6649 | 0.6727 | 0.4027 | 3.983128 | 4.108829 |
| 2459554 | digital_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.6738 | 0.6870 | 0.4138 | nan | nan |
| 2459553 | digital_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.6677 | 0.6812 | 0.4110 | nan | nan |
| 2459552 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | 0.854106 | 0.272053 | -0.572622 | -0.494362 | -0.482949 | 2.537068 | 0.012046 | 0.455278 | 0.6793 | 0.6930 | 0.4048 | 1.251389 | 1.385537 |
| 2459551 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 0.00% | 0.078663 | -0.578992 | -0.424503 | -0.357395 | -0.409919 | 1.020772 | 0.309626 | 0.548560 | 0.6688 | 0.6849 | 0.4057 | 1.503099 | 1.528833 |
| 2459550 | digital_ok | - | 99.18% | 99.18% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0432 | 0.0414 | 0.0007 | nan | nan |
| 2459549 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459542 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 22.32% | 0.00% | 0.595042 | -0.350197 | -0.916430 | -0.880244 | -0.377422 | -0.143563 | -0.291415 | 0.537330 | 0.7201 | 0.7204 | 0.3825 | 1.413977 | 1.445287 |
| 2459541 | digital_ok | 0.00% | 1.34% | 1.79% | 0.00% | 21.88% | 0.00% | 0.938749 | -0.088398 | -0.585860 | -1.040199 | -0.640172 | -0.503038 | -0.043900 | 1.030205 | 0.7118 | 0.7073 | 0.3582 | 1.433431 | 1.517074 |
| 2459540 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 21.88% | 0.89% | -0.126570 | -0.266549 | -0.680697 | -0.076068 | -0.096306 | -0.476599 | 0.016168 | 0.781680 | 0.7255 | 0.7203 | 0.3678 | 1.482341 | 1.524246 |
| 2459536 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.320868 | -0.196883 | -0.854173 | -0.817015 | -0.066717 | 1.347019 | 0.440146 | 0.300266 | 0.6924 | 0.7016 | 0.4478 | 0.000000 | 0.000000 |
| 2459535 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 21.43% | 0.00% | -0.504061 | -0.448708 | -0.495679 | -0.010307 | 0.437114 | -0.318825 | 0.506960 | 0.675422 | 0.7651 | 0.7459 | 0.3853 | 1.635556 | 1.581211 |
| 2459534 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 20.98% | 0.00% | -0.152341 | -0.605191 | -0.456365 | 0.008091 | 1.238821 | 0.196797 | 0.796521 | 1.334472 | 0.7552 | 0.7365 | 0.3773 | 1.479067 | 1.527553 |
| 2459533 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.89% | 0.00% | 0.055666 | -0.021611 | -0.363711 | -0.577878 | -0.636294 | 1.351072 | 1.312034 | 1.902883 | 0.6913 | 0.7003 | 0.4181 | 1.554764 | 1.538857 |
| 2459532 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.00% | 0.00% | 0.717629 | -0.214537 | -0.260506 | -0.328917 | -0.767653 | 1.594842 | 1.290820 | 1.103869 | 0.6932 | 0.7015 | 0.4175 | 1.550384 | 1.585995 |
| 2459530 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459527 | digital_ok | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459523 | digital_ok | 100.00% | - | - | - | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459522 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459513 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | -0.130469 | -0.101808 | -0.852718 | -0.816578 | 0.121895 | 5.351971 | -0.554785 | 0.204500 | 0.0344 | 0.0330 | 0.0012 | nan | nan |
| 2459508 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 81.58% | 0.00% | -0.812758 | -0.685418 | -0.410075 | -0.653567 | -0.796438 | 0.102766 | 0.302817 | 1.234027 | 0.8921 | 0.9200 | 0.2288 | 0.000000 | 0.000000 |
| 2459505 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.307425 | -0.439800 | -0.492740 | -0.721077 | -0.629913 | 5.308388 | -0.560670 | 0.745750 | 0.0814 | 0.0660 | 0.0040 | 0.906055 | 0.902864 |
| 2459503 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 89.47% | 0.00% | -0.302393 | -0.244018 | -0.177587 | -0.899011 | -0.810924 | 0.118952 | 0.182476 | 1.431908 | 0.8614 | 0.8485 | 0.4671 | 0.000000 | 0.000000 |
| 2459501 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.004276 | 0.110929 | 0.446893 | -0.857779 | -0.882933 | 0.388648 | -0.357410 | -0.053838 | 0.1069 | 0.0946 | 0.0082 | 0.000000 | 0.000000 |
| 2459500 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.179596 | 0.055862 | 0.274444 | -0.962669 | -0.511408 | -0.494071 | -0.616966 | 1.528433 | 0.1061 | 0.0969 | 0.0083 | 0.000000 | 0.000000 |
| 2459499 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.134350 | -0.069267 | -0.012482 | -0.915716 | -0.788146 | -0.344306 | 2.989313 | 1.858179 | 0.1054 | 0.0978 | 0.0051 | 0.000000 | 0.000000 |
| 2459498 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.103461 | 0.016651 | 0.077310 | -0.885344 | -0.598330 | -0.362475 | -0.765591 | 0.281321 | 0.1028 | 0.0918 | 0.0091 | 0.000000 | 0.000000 |
| 2459497 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.263437 | 0.079608 | 0.260774 | -1.008888 | -0.446928 | -0.337464 | -0.573500 | 0.272567 | 0.1003 | 0.0939 | 0.0076 | 0.000000 | 0.000000 |
| 2459496 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.340540 | 0.068240 | -0.075240 | -0.831941 | -1.209920 | -0.592387 | -0.508749 | -0.152332 | 0.1248 | 0.1005 | 0.0103 | 0.000000 | 0.000000 |
| 2459495 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.251046 | 0.188363 | -0.125090 | -0.814988 | -1.119354 | -0.688970 | -0.420267 | 0.507198 | 0.1106 | 0.1055 | 0.0096 | 0.000000 | 0.000000 |
| 2459494 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.118861 | 0.139510 | 0.024883 | -0.560509 | -1.237909 | -0.163103 | -1.011147 | 0.442594 | 0.1061 | 0.0888 | 0.0088 | 0.000000 | 0.000000 |
| 2459492 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.215214 | 0.184631 | -0.426051 | -0.597431 | -0.267898 | 1.553439 | 2.364186 | 3.030206 | 0.0835 | 0.0959 | 0.0092 | 0.000000 | 0.000000 |
| 2459491 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.108307 | 0.003364 | -0.555455 | -0.470760 | -0.190497 | 2.985910 | 0.718673 | 0.632593 | 0.0925 | 0.1089 | 0.0071 | 0.000000 | 0.000000 |
| 2459490 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.231171 | 0.066038 | -0.999797 | -0.074423 | -0.076890 | 0.663939 | 0.674099 | 0.282996 | 0.7301 | 0.7913 | 0.3767 | 0.000000 | 0.000000 |
| 2459489 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.619333 | -0.021277 | -0.704860 | -0.667471 | -0.188269 | 2.320529 | -0.041069 | 0.743902 | 0.7528 | 0.8005 | 0.3243 | 0.000000 | 0.000000 |
| 2459488 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.757201 | 0.167144 | -0.622122 | -0.264826 | 0.754000 | 4.964668 | 4.568602 | 4.680808 | 0.7513 | 0.8021 | 0.3589 | 0.000000 | 0.000000 |
auto_metrics notebooks.¶html_to_display = ''
for am_html in auto_metric_htmls:
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD).
HTML(html_to_display)
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Variability | 86.468313 | 1.127391 | 2.440288 | 0.779231 | 7.864869 | -0.767729 | 86.468313 | 0.523190 | 1.722815 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Power | 4.456878 | -0.088429 | 0.800407 | 4.456878 | 1.256932 | 1.731034 | 0.070244 | 3.455573 | 1.039273 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Variability | 7.636967 | 0.081138 | 0.831024 | 4.092181 | 1.145088 | 7.636967 | -0.512431 | 1.973414 | -0.071494 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Variability | 4.331057 | 0.306559 | 0.692798 | 3.725109 | 1.263130 | 4.331057 | 1.032618 | 0.693933 | 0.927975 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | ee Temporal Variability | 1.201098 | -0.177939 | -0.667342 | -0.616267 | -1.291580 | 1.201098 | 1.006919 | 0.890973 | -0.071555 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Variability | 84.360892 | 0.885385 | 1.827377 | 0.505164 | 9.898040 | -0.225774 | 84.360892 | 1.286268 | 5.143551 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Variability | 1.347291 | 0.419387 | 0.341003 | 0.944301 | 0.682969 | -0.494661 | 1.347291 | -0.246211 | -0.082146 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Discontinuties | 5.167556 | -0.347957 | -0.020413 | 1.700289 | 1.050184 | 0.530260 | 0.483346 | 5.167556 | 1.632327 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Discontinuties | 7.381959 | 1.186402 | -0.040900 | 0.643094 | 0.301928 | -0.729448 | 2.725830 | -0.182969 | 7.381959 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Variability | 70.976776 | -0.299903 | 0.819446 | -0.997534 | 0.891140 | 70.976776 | -1.057540 | 9.297179 | 0.101329 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Variability | 74.921150 | 1.533393 | 0.710491 | 7.694784 | 0.765701 | 74.921150 | -0.628766 | 2.436381 | 0.828981 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Power | 16.266052 | 3.794162 | 0.591371 | 16.266052 | -0.015299 | 11.435695 | -0.497291 | 15.478750 | 1.187947 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Variability | 54.789765 | 0.116624 | -0.324452 | 0.079946 | 12.123140 | 0.945601 | 54.789765 | 0.588845 | 5.010755 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Variability | 7.886992 | 0.669141 | -0.342351 | 0.821541 | -0.895787 | 0.142664 | 7.886992 | 0.899564 | 2.779019 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Variability | 1.153990 | -0.827480 | -0.286484 | -0.824424 | -0.494968 | 1.153990 | 0.463454 | 0.357616 | 0.786839 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Variability | 22.526302 | -0.218845 | 0.180658 | -0.009258 | 0.983204 | 22.526302 | 0.181839 | 2.817083 | -0.116009 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Variability | 63.094094 | 1.182581 | 2.828055 | 0.390937 | 11.378285 | -0.087385 | 63.094094 | 0.237531 | 1.752953 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Power | 17.754669 | 4.132223 | 0.605353 | 17.754669 | -0.188385 | 10.832638 | 0.210152 | 7.539832 | 0.574163 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Variability | 8.401948 | 1.008769 | -0.621573 | 1.126702 | 2.148414 | 0.012477 | 8.401948 | 1.106584 | 3.285335 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Variability | 5.952435 | 0.259864 | 0.972429 | 0.173456 | 2.329956 | 5.952435 | -0.738527 | 0.769740 | -0.680592 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Variability | 35.205111 | -0.455568 | -0.849186 | 0.376846 | 0.860158 | -0.144911 | 35.205111 | -0.447669 | 2.058973 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Shape | 9.979623 | 0.895844 | 9.979623 | 0.279722 | 5.544300 | 1.216945 | 4.898774 | 3.209621 | 2.468858 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Variability | 35.991519 | 1.449020 | 1.571026 | -0.188199 | 13.893373 | 0.272293 | 35.991519 | 1.765426 | 3.847612 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Power | 12.174649 | 0.471717 | 0.911440 | -0.685991 | 12.174649 | -0.998805 | 0.755472 | 0.079681 | 1.053205 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Power | 11.325975 | 0.398263 | 0.024902 | 11.325975 | -0.486309 | 1.186507 | -0.481385 | 0.868379 | -0.228505 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Power | 13.217402 | 0.679029 | 1.076084 | -0.912891 | 13.217402 | -0.261186 | 6.273305 | 0.728126 | 3.162618 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Power | 14.034508 | 0.545293 | -0.228309 | 14.034508 | -0.490211 | 1.776949 | -0.124720 | 2.128508 | 0.456705 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Power | 16.471397 | -0.401600 | 0.454120 | -0.473991 | 16.471397 | -0.458147 | 5.323666 | 0.786889 | 2.906097 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Discontinuties | 0.996086 | -0.459741 | 0.266519 | -0.877565 | 0.976403 | 0.181954 | 0.180782 | -0.270059 | 0.996086 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Variability | 89.852496 | 0.058157 | 1.243478 | 8.294682 | -0.835983 | 89.852496 | -0.657334 | 2.357470 | 1.111509 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Variability | 16.050820 | -0.129438 | 0.680714 | -0.721425 | -0.565779 | 16.050820 | -0.165356 | 5.221070 | 2.006542 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Variability | 58.873134 | -0.001790 | 0.127166 | 1.970125 | -0.840146 | 58.873134 | -0.337360 | 3.260266 | -0.631277 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Variability | 32.912913 | 0.166076 | -0.551093 | -0.872870 | -0.080740 | -0.193193 | 32.912913 | 1.779459 | 3.871938 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Power | 14.003759 | 0.340978 | 0.695543 | 14.003759 | -0.590007 | 1.518012 | -0.991393 | 1.977290 | 0.216274 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Variability | 78.663616 | -0.347318 | 0.841174 | 2.070382 | -0.750334 | 78.663616 | -0.907266 | 3.520613 | -0.145855 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Variability | 47.924674 | -0.288858 | -0.284033 | -0.708892 | -0.863304 | 47.924674 | -0.447196 | 3.021592 | -0.261135 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | ee Power | 7.990968 | 6.666073 | 5.457112 | 7.990968 | 7.184930 | 5.543044 | 6.462730 | 3.717658 | 4.847548 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Variability | 25.236668 | -0.501510 | 0.310568 | 0.250832 | -0.834488 | 25.236668 | -0.497068 | 3.589747 | -0.449865 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Discontinuties | 3.982367 | 0.142026 | -0.305520 | 3.164173 | -0.802811 | 1.777456 | -0.797835 | 3.982367 | 1.007528 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Variability | 0.553413 | -0.056602 | -0.056602 | -0.073735 | -0.073735 | 0.553413 | 0.553413 | 0.061081 | 0.061081 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | ee Temporal Variability | 8.765497 | -1.361185 | -1.399784 | -4.212612 | -3.407544 | 8.765497 | 7.526813 | 0.355694 | 3.078666 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | ee Power | 24.055331 | 6.307978 | 3.295050 | 24.055331 | 16.231544 | 13.239400 | 11.501246 | -1.447254 | 1.212332 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Discontinuties | 3.862050 | -0.191757 | 0.489944 | -0.459170 | 2.877562 | -0.152213 | -0.268271 | 0.100719 | 3.862050 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Power | 9.521882 | 0.766948 | 0.531342 | 4.992328 | 9.521882 | 0.507986 | -0.792832 | 0.641704 | 2.920406 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Discontinuties | 0.561241 | 0.225820 | -1.266785 | 0.157046 | -1.683742 | -0.674049 | -0.018706 | -1.093993 | 0.561241 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Variability | 30.635701 | 0.748530 | 0.064232 | 9.578664 | -0.365226 | 30.635701 | -0.415483 | 6.884758 | 1.304084 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Variability | 63.556917 | 0.293173 | -0.119596 | 3.524786 | -0.503403 | 63.556917 | -0.234352 | 7.240486 | 0.893754 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Variability | 2.537068 | 0.272053 | 0.854106 | -0.494362 | -0.572622 | 2.537068 | -0.482949 | 0.455278 | 0.012046 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Variability | 1.020772 | -0.578992 | 0.078663 | -0.357395 | -0.424503 | 1.020772 | -0.409919 | 0.548560 | 0.309626 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | ee Shape | 0.595042 | -0.350197 | 0.595042 | -0.880244 | -0.916430 | -0.143563 | -0.377422 | 0.537330 | -0.291415 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Discontinuties | 1.030205 | -0.088398 | 0.938749 | -1.040199 | -0.585860 | -0.503038 | -0.640172 | 1.030205 | -0.043900 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Discontinuties | 0.781680 | -0.266549 | -0.126570 | -0.076068 | -0.680697 | -0.476599 | -0.096306 | 0.781680 | 0.016168 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Variability | 1.347019 | -0.196883 | 0.320868 | -0.817015 | -0.854173 | 1.347019 | -0.066717 | 0.300266 | 0.440146 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Discontinuties | 0.675422 | -0.504061 | -0.448708 | -0.495679 | -0.010307 | 0.437114 | -0.318825 | 0.506960 | 0.675422 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Discontinuties | 1.334472 | -0.605191 | -0.152341 | 0.008091 | -0.456365 | 0.196797 | 1.238821 | 1.334472 | 0.796521 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Discontinuties | 1.902883 | 0.055666 | -0.021611 | -0.363711 | -0.577878 | -0.636294 | 1.351072 | 1.312034 | 1.902883 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Variability | 1.594842 | 0.717629 | -0.214537 | -0.260506 | -0.328917 | -0.767653 | 1.594842 | 1.290820 | 1.103869 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Variability | 5.351971 | -0.101808 | -0.130469 | -0.816578 | -0.852718 | 5.351971 | 0.121895 | 0.204500 | -0.554785 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Discontinuties | 1.234027 | -0.685418 | -0.812758 | -0.653567 | -0.410075 | 0.102766 | -0.796438 | 1.234027 | 0.302817 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Discontinuties | 2.263727 | -0.716385 | -0.570859 | -0.509330 | -0.283407 | -0.991999 | 0.785040 | -0.674361 | 2.263727 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Variability | 5.308388 | -0.439800 | -0.307425 | -0.721077 | -0.492740 | 5.308388 | -0.629913 | 0.745750 | -0.560670 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Discontinuties | 1.431908 | -0.302393 | -0.244018 | -0.177587 | -0.899011 | -0.810924 | 0.118952 | 0.182476 | 1.431908 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | ee Power | 0.446893 | 0.004276 | 0.110929 | 0.446893 | -0.857779 | -0.882933 | 0.388648 | -0.357410 | -0.053838 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Discontinuties | 1.528433 | -0.179596 | 0.055862 | 0.274444 | -0.962669 | -0.511408 | -0.494071 | -0.616966 | 1.528433 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | ee Temporal Discontinuties | 2.989313 | -0.069267 | -0.134350 | -0.915716 | -0.012482 | -0.344306 | -0.788146 | 1.858179 | 2.989313 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Discontinuties | 0.281321 | -0.103461 | 0.016651 | 0.077310 | -0.885344 | -0.598330 | -0.362475 | -0.765591 | 0.281321 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Discontinuties | 0.272567 | 0.079608 | 0.263437 | -1.008888 | 0.260774 | -0.337464 | -0.446928 | 0.272567 | -0.573500 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Shape | 0.068240 | -0.340540 | 0.068240 | -0.075240 | -0.831941 | -1.209920 | -0.592387 | -0.508749 | -0.152332 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Discontinuties | 0.507198 | -0.251046 | 0.188363 | -0.125090 | -0.814988 | -1.119354 | -0.688970 | -0.420267 | 0.507198 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Discontinuties | 0.442594 | 0.139510 | -0.118861 | -0.560509 | 0.024883 | -0.163103 | -1.237909 | 0.442594 | -1.011147 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Discontinuties | 3.030206 | 0.184631 | 0.215214 | -0.597431 | -0.426051 | 1.553439 | -0.267898 | 3.030206 | 2.364186 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Variability | 2.985910 | 1.108307 | 0.003364 | -0.555455 | -0.470760 | -0.190497 | 2.985910 | 0.718673 | 0.632593 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | ee Shape | 1.231171 | 0.066038 | 1.231171 | -0.074423 | -0.999797 | 0.663939 | -0.076890 | 0.282996 | 0.674099 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Variability | 2.320529 | 0.619333 | -0.021277 | -0.704860 | -0.667471 | -0.188269 | 2.320529 | -0.041069 | 0.743902 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 177 | 12 | digital_ok | nn Temporal Variability | 4.964668 | 0.757201 | 0.167144 | -0.622122 | -0.264826 | 0.754000 | 4.964668 | 4.568602 | 4.680808 |